{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "#load webscraping library\n",
    "\n",
    "from google_images_download import google_images_download"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Item no.: 1 --> Item name = playing basketball on court\n",
      "Evaluating...\n",
      "Getting you a lot of images. This may take a few moments...\n",
      "Reached end of Page.\n",
      "Starting Download...\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/WUS5VgH/kids-playing-basketball-court-overlooking-manhattan-skyline_41zvrrup__F0000.png\n",
      "Completed Image ====> 1.kids-playing-basketball-court-overlooking-manhattan-skyline_41zvrrup__F0000.png\n",
      "Image URL: https://upload.wikimedia.org/wikipedia/commons/thumb/7/7d/Basketball_terms.png/300px-Basketball_terms.png\n",
      "Completed Image ====> 2.300px-Basketball_terms.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/WUS5VgH/black-and-latinio-teens-play-pickup-basketball-game-at-court-overlooking-manhattan-skyline_vkovlhuw__F0000.png\n",
      "Completed Image ====> 3.black-and-latinio-teens-play-pickup-basketball-game-at-court-overlooking-manhattan-skyline_vkovlhuw__F0000.png\n",
      "Image URL: https://static.abcteach.com/free_preview/b/basketballcourtcolor1_p.png\n",
      "Completed Image ====> 4.basketballcourtcolor1_p.png\n",
      "Image URL: https://66.media.tumblr.com/52d480cf9c73bad133d8136624fe73fb/tumblr_inline_nx2s45aEA71tfmgrv_1280.png\n",
      "Completed Image ====> 5.tumblr_inline_nx2s45aEA71tfmgrv_1280.png\n",
      "Image URL: https://www.dsr.wa.gov.au/images/default-source/spuuort-and-advice/facility-management/sports-dimensions/Basketball-free-throw-and-restricted-area.png?sfvrsn=4\n",
      "Completed Image ====> 6.Basketball-free-throw-and-restricted-area.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/WUS5VgH/jumpshot-off-backboard-group-of-kids-playing-pickup-game-in-basketball-court-overlooking-manhattan-skyline-from-new-jersey-1080-hd_vyislyyv__F0000.png\n",
      "Completed Image ====> 7.jumpshot-off-backboard-group-of-kids-playing-pickup-game-in-basketball-court-overlooking-manhattan-skyline-from-new-jersey-1080-hd_vyislyyv__F0000.png\n",
      "Image URL: http://cdn.sqhk.co/newsportcourt/2017/3/idlko5C/SportCourtReplicamaple.png\n",
      "Completed Image ====> 8.SportCourtReplicamaple.png\n",
      "Image URL: http://www.sportsurfaces.com/wp-content/uploads/2014/11/basketball_court_resurfacing.png\n",
      "URLError on an image...trying next one... Error: HTTP Error 404: Not Found\n",
      "Image URL: https://www.latestbettingoffers.co.uk/wp-content/uploads/how-to-play-basketball-cartoon.png\n",
      "Completed Image ====> 9.how-to-play-basketball-cartoon.png\n",
      "Image URL: https://www.basketballcoachweekly.net/wp-content/uploads/2013/12/BCW4_3_1.png\n",
      "Completed Image ====> 10.BCW4_3_1.png\n",
      "Image URL: https://img.etimg.com/thumb/height-450,width-800,imgsize-587968,msid-58980141/.jpg\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: http://sbt.blob.core.windows.net/storyboards/jeffreg1/basketball-court.png\n",
      "Completed Image ====> 11.basketball-court.png\n",
      "Image URL: https://static.abcteach.com/free_preview/b/basketballcourtbw_p.png\n",
      "Completed Image ====> 12.basketballcourtbw_p.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/WUS5VgH/jump-shot-on-basketball-court-overlooking-manhattan-skyline-kids-playing-pickup-game_4yz4os_v__F0000.png\n",
      "Completed Image ====> 13.jump-shot-on-basketball-court-overlooking-manhattan-skyline-kids-playing-pickup-game_4yz4os_v__F0000.png\n",
      "Image URL: https://www.lifetime.com/image/getimage/401/basketball-games.jpg\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://s.yimg.com/ny/api/res/1.2/0LhMjMkZNqlXFcAqU05EWA--~A/YXBwaWQ9aGlnaGxhbmRlcjtzbT0xO3c9ODAw/http://media.zenfs.com/en/homerun/feed_manager_auto_publish_494/172f16bbb86954c71033a7a8fa4ea386\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://www.conceptdraw.com/solution-park/icons/SPORT_TOOL_BASKETBALL/spbanner.png\n",
      "Completed Image ====> 14.spbanner.png\n",
      "Image URL: https://www.backyardboss.net/wp-content/uploads/2018/01/Featured-Image-THE-BEST-BACKYARD-COURT-IDEAS_-27-IS-PRETTY-COOL.png\n",
      "Completed Image ====> 15.Featured-Image-THE-BEST-BACKYARD-COURT-IDEAS_-27-IS-PRETTY-COOL.png\n",
      "Image URL: http://content.sportslogos.net/logos/6/227/full/8430_toronto_raptors-stadium-2013.png\n",
      "Completed Image ====> 16.8430_toronto_raptors-stadium-2013.png\n",
      "Image URL: https://www.rookieroad.com/img/basketball/basketball-team.png\n",
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      "Image URL: https://cdn4.iconfinder.com/data/icons/sports-87/64/72-512.png\n",
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      "Image URL: http://s3.amazonaws.com/photo.solidstockartcontent.com/stock-photo-high-school-girl-about-to-take-a-penalty-shot-while-playing-basketball-in-the-court-2309064.png\n",
      "Completed Image ====> 19.stock-photo-high-school-girl-about-to-take-a-penalty-shot-while-playing-basketball-in-the-court-2309064.png\n",
      "Image URL: http://www.clker.com/cliparts/1/6/c/9/12580189111851496427bild0709%20(2).png\n",
      "Completed Image ====> 20.12580189111851496427bild0709%20(2).png\n",
      "Image URL: https://i.pinimg.com/originals/8f/fc/4f/8ffc4faa29c033f8228fb9d8b9b62f50.png\n",
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      "Image URL: https://fansrule.files.wordpress.com/2016/02/nick-saban-basketball.png?w=1200&h=627&crop=1\n",
      "Completed Image ====> 22.nick-saban-basketball.png\n",
      "Image URL: https://drivebasketball.com/wp-content/uploads/blogz-780x300.png\n",
      "Completed Image ====> 23.blogz-780x300.png\n",
      "Image URL: https://cdn.pixabay.com/photo/2013/07/12/15/41/basketball-150316_960_720.png\n",
      "Completed Image ====> 24.basketball-150316_960_720.png\n",
      "Image URL: https://i1.rgstatic.net/publication/326845887_Playing_Basketball_on_Wooden_and_Asphalt_Courts-Does_Court_Surface_Affect_Foot_Loading/links/5b690a83a6fdcc87df6d6307/largepreview.png\n",
      "Completed Image ====> 25.largepreview.png\n",
      "Image URL: https://cdn4.iconfinder.com/data/icons/sports-87/64/1-512.png\n",
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      "Image URL: https://thespun.com/wp-content/uploads/2018/06/kobe-bryant-daughter-775x465.png\n",
      "Completed Image ====> 27.kobe-bryant-daughter-775x465.png\n",
      "Image URL: http://sbt.blob.core.windows.net/storyboards/destiny2601/michael-jordan-comic-part-two.png\n",
      "Completed Image ====> 28.michael-jordan-comic-part-two.png\n",
      "Image URL: https://png2.kisspng.com/20190222/hbk/kisspng-basketball-court-clip-art-vector-graphics-sports-dribbling-basketball-clipart-2-18-clipart-gallery-5c6fd8e33024a0.3658411215508338911972.png\n",
      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
      "Image URL: https://www.whitneyupdate.com/wp-content/uploads/2018/01/Screenshot-2018-01-26-at-8.04.31-PM.png\n",
      "Completed Image ====> 29.Screenshot-2018-01-26-at-8.04.31-PM.png\n",
      "Image URL: https://pics.me.me/me-and-the-boys-playing-basketball-in-area-51-no-60496572.png\n",
      "Completed Image ====> 30.me-and-the-boys-playing-basketball-in-area-51-no-60496572.png\n",
      "Image URL: http://thestudyacademy.ca/wp-content/uploads/2018/03/Game-1024x768.png\n",
      "Completed Image ====> 31.Game-1024x768.png\n",
      "Image URL: https://media.golfdigest.com/photos/5c01df6eecb5d72d98379365/master/w_768/gritty%2520half%2520%2520court%2520shot.png\n",
      "Completed Image ====> 32.gritty%2520half%2520%2520court%2520shot.png\n",
      "Image URL: https://www.conceptdraw.com/solution-park/resource/images/solutions/basketball/Design-elements-Basketball-Courts69.png\n",
      "Completed Image ====> 33.Design-elements-Basketball-Courts69.png\n",
      "Image URL: https://1.bp.blogspot.com/-8wk-otxwcBM/WrsKwgF1YxI/AAAAAAABgmI/qOYmCDHb3wQAzI8zsQq0wqpdwX_BMOvfQCK4BGAYYCw/s1600/Basketball%2BCourt%2B-%2BWhat%2BIs%2BThe%2BWidth%2BOf%2BA%2BBasketball%2BCourt-726366.png\n",
      "Completed Image ====> 34.Basketball%2BCourt%2B-%2BWhat%2BIs%2BThe%2BWidth%2BOf%2BA%2BBasketball%2BCourt-726366.png\n",
      "Image URL: https://www.basketballcoachweekly.net/wp-content/uploads/2018/06/BCW167-p5-Use-2-Passes-To-Go-Length-Of-Court-1.png\n",
      "Completed Image ====> 35.BCW167-p5-Use-2-Passes-To-Go-Length-Of-Court-1.png\n",
      "Image URL: http://www.trbimg.com/img-5a45c2af/turbine/dp-spt-girls-basketball-boo-williams-christmas-tournament-1229\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://imagesvc.timeincapp.com/v3/fan/image?url=https%3A%2F%2Fpurpose2play.com%2Ffiles%2F2015%2F12%2FScreen-shot-2015-12-07-at-2.45.52-PM.png&w=850&h=560&c=sc\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://r9asv1v2iki1zzs4aaqy3fig-wpengine.netdna-ssl.com/wp-content/uploads/2016/11/2-5-1-f-1.png\n",
      "Completed Image ====> 36.2-5-1-f-1.png\n",
      "Image URL: http://i9.wikimapia.org/?x=189301&y=120454&zoom=18&type=map&lng=0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/BqGSz8Jtiresrafv/videoblocks-playing-basketball-is-one-of-the-sports-that-many-people-like-this-is-that-young-chinese-are-playing-basketball-in-shenzhen-china_ryoa0azxf_thumbnail-full01.png\n",
      "Completed Image ====> 37.videoblocks-playing-basketball-is-one-of-the-sports-that-many-people-like-this-is-that-young-chinese-are-playing-basketball-in-shenzhen-china_ryoa0azxf_thumbnail-full01.png\n",
      "Image URL: https://i.pinimg.com/originals/84/57/4e/84574eb37795fdf755b7ac38488cbaee.png\n",
      "Completed Image ====> 38.84574eb37795fdf755b7ac38488cbaee.png\n",
      "Image URL: https://cdn.drawception.com/images/games/2018/3-26/gkLHfHe6xW.png\n",
      "Completed Image ====> 39.gkLHfHe6xW.png\n",
      "Image URL: https://assets.capitalxtra.com/2016/28/rick-ross-basketball-instagram-1468406293-view-0.png\n",
      "Completed Image ====> 40.rick-ross-basketball-instagram-1468406293-view-0.png\n",
      "Image URL: https://lookaside.fbsbx.com/lookaside/crawler/media/?media_id=10160604871345244\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://upload.wikimedia.org/wikipedia/commons/a/ac/Basketball_Positions.png\n",
      "Completed Image ====> 41.Basketball_Positions.png\n",
      "Image URL: https://png2.kisspng.com/20180313/tbe/kisspng-basketball-court-illustration-two-children-5aa7f8c7e01fd2.352808911520957639918.png\n",
      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
      "Image URL: http://strasburgerorthopaedics.com/wp-content/uploads/2018/12/Screen-Shot-2018-12-27-at-1.57.43-PM.png\n",
      "Completed Image ====> 42.Screen-Shot-2018-12-27-at-1.57.43-PM.png\n",
      "Image URL: https://www.newportbeachca.gov/Home/ShowPublishedImage/45797/636854780957570000\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: http://www.yourthurrock.com/wp-content/uploads/Screenshot-2018-11-21-at-04.39.15.png\n",
      "Completed Image ====> 43.Screenshot-2018-11-21-at-04.39.15.png\n",
      "Image URL: https://strivetwosucceed.files.wordpress.com/2016/01/basketballcourtfloor.png?w=300&h=300\n",
      "Completed Image ====> 44.basketballcourtfloor.png\n",
      "Image URL: https://qph.fs.quoracdn.net/main-qimg-e48685968dc7be92c79c041ccb643c1f\n",
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      "Image URL: https://s3-us-west-2.amazonaws.com/maven-user-photos/theshoegame/other-shoes/YvutW8ukzUO4atdPk8CQSA/SwdXZ6FT60ySQgrljVvHuQ\n",
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      "Image URL: http://ntneighborhoodnews.com/wp-content/uploads/2018/10/WC-District-Park-BBall-e1539790555448.png\n",
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      "Image URL: http://i302.photobucket.com/albums/nn91/yuenhoe/animever_zpsea21de33.png\n",
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      "Image URL: https://patriotpower.ogsd.net/wp-content/uploads/2018/11/Screenshot-2018-11-26-at-2.12.02-PM.png\n",
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      "Image URL: https://myedmondsnews.com/wp-content/uploads/2019/06/Screen-Shot-2019-06-08-at-1.45.26-PM.png\n",
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      "Image URL: https://sportshub.cbsistatic.com/i/r/2017/05/09/2d35c199-0a8c-4b70-806b-62900c0bde7a/thumbnail/1200x675/7de9baa21611b90c16ecdceade153f59/pitinopickup.png\n",
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      "Image URL: https://lookaside.fbsbx.com/lookaside/crawler/media/?media_id=10157317216483390\n",
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      "Image URL: http://fluencycontent2-schoolwebsite.netdna-ssl.com/FileCluster/KingEdwardsWitley/MainFolder/images/Basketball-Team-2018-19/basketball-photos-2019-19/O-5.png\n",
      "Completed Image ====> 53.O-5.png\n",
      "Image URL: https://fadeawayworld.com/wp-content/uploads/2017/03/lavar-ball-playing-basketball.png\n",
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      "Image URL: https://www.csdb.org/wp-content/uploads/2018/12/Front-Page-boys-bball.png\n",
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      "Image URL: https://www.gerflor.co.uk/cache/media/products/sport-court/gerflor-sport-court-powergame-vn-pdt/cr,250,250-5f5381.png\n",
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      "Image URL: https://upl.stack.com/wp-content/uploads/2014/01/Screen-shot-2014-01-22-at-3.34.12-PM.png\n",
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      "Image URL: https://theorion.com/wp-content/uploads/2018/02/Screen-Shot-2018-02-12-at-12.18.11-PM-722x900.png\n",
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      "Image URL: http://affordablecomfort.org/wp-content/uploads/2019/05/Picture39.png\n",
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      "Image URL: https://images.wbbjtv.com/wp-content/uploads/2019/06/Screen-Shot-2019-06-29-at-5.04.57-PM.png\n",
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      "Image URL: https://cdn0.locable.com/uploads/resource/file/501031/fill/800x600/Mt.V_20bball_202.JPG?timestamp=1544482880\n",
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      "Image URL: https://media.pri.org/s3fs-public/styles/story_main/public/migration/PriMigrationsVivvoFilesImagesMigration/pri.org/files/Screen_Shot_2011_11_08_at_5.14.09_PM_881990291.png?itok=n0dmLFYz\n",
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      "Image URL: https://www.breakthroughbasketball.com/playcreator/server/images/000126.png\n",
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      "Image URL: https://athlonsports.com/sites/athlonsports.com/files/styles/article_top_img/public/basketball_1.png?itok=rSzeJ8zB\n",
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      "Image URL: https://www.johnselectricservice.com/images/services/large/basketball-court-lighting.jpg\n",
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      "Image URL: https://s3.amazonaws.com/fg-vendors/library/s/SF0041-friends-playing-basketball--SF/SF0041-friends-playing-basketball--fgf--floodgate--thumb.png\n",
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      "Image URL: https://pics.me.me/deadlinejon-stunning-picture-this-is-what-happens-to-a-basketball-1727143.png\n",
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      "Image URL: http://www.stxathleticcenter.com/s/cc_images/teaserbox_4902650.png?t=1408904425\n",
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      "Image URL: https://i0.wp.com/bellyupsports.com/wp-content/uploads/2018/11/dirty-play.png?fit=1280%2C720&ssl=1\n",
      "Completed Image ====> 76.dirty-play.png\n",
      "Image URL: http://sparkmag.live/wp-content/uploads/2018/03/Basketball-robot-1280x620.png\n",
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      "Image URL: https://cdn2-www.mandatory.com/assets/uploads/2016/12/Screen-Shot-2015-11-17-at-7.46.29-AM.png\n",
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      "Image URL: http://lpgatexasshootout.com/wp-content/uploads/2018/09/6-Tips-to-Follow-If-You-Want-To-Be-a-Professional-Basketball-Player.png\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "Completed Image ====> 79.6-Tips-to-Follow-If-You-Want-To-Be-a-Professional-Basketball-Player.png\n",
      "Image URL: https://i2.wp.com/www.thehoya.com/wp-content/uploads/2018/11/BB.png?ssl=1\n",
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      "Image URL: http://www.northlandchristian.org/sites/default/files/2016-17/BASKETBALL%20COURT%20art.png\n",
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      "\n",
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court\\\\302.Screen-Shot-2019-01-21-at-5.31.31-PM-1024x640.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\303.depaul_0.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\304.Screen-Shot-2016-11-29-at-1.20.43-PM.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\305.basketball.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\306.Banner.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\307.Final.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\308.3f4c70e6-9fbc-4832-bb1c-cb5c207a30b6.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\309.iStock_000048166180_Full_1000px.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\310.img_571217.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\311.Snip20150127_6.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\312.project%2F26204%2Fbody%2FProposedBB_Court.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\313.300px-Netball-edit2.svg.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\314.Abby%20Bauleke.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\315.006997594_1-2a3a00067510a1dadd2ac707d89de9bb.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\316.ActionShot-v1.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\317.Josh.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\318.d5127d4cf08f47a2b2b787c39a2c23da.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\319.Basketball_UCL%EF%80%A2KCL-min.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\320.high-school-season-1.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\321.a-running-basketball-player-png-clipart_3365781.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\322.Nothing-but-net_Bball6-WC.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\323.camp-circle.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\324.Screen-Shot-2018-12-06-at-3.24.09-PM.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\325.deron.PNG', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing basketball on court\\\\326.ce269322-1727-4a43-8802-57c3a16ef6e2-39eaa6c5-3249-4a63-a1bd-710b2766e6e7_thumbnail.png']}, 66)\n"
     ]
    }
   ],
   "source": [
    "#Webscrape Basketball Images\n",
    "\n",
    "response = google_images_download.googleimagesdownload()   #class instantiation\n",
    "\n",
    "arguments = {\"keywords\":\"playing basketball on court\", #creating list of arguments\n",
    "             \"limit\":3000,\n",
    "             \"format\":\"png\",\n",
    "             \"size\": \"medium\"\n",
    "             \"print_urls\":True, \n",
    "             \"chromedriver\":\"C:\\\\Users\\\\v_sha\\\\OneDrive\\\\Desktop\\\\chromedriver_win32 (1)\\\\chromedriver.exe\"}   \n",
    "paths = response.download(arguments)   #passing the arguments to the function\n",
    "print(paths)   #printing absolute paths of the downloaded images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Item no.: 1 --> Item name = nhl hockey action\n",
      "Evaluating...\n",
      "Getting you a lot of images. This may take a few moments...\n",
      "Reached end of Page.\n",
      "Starting Download...\n",
      "Image URL: https://nhl.bamcontent.com/images/photos/306562404/1024x576/cut.png\n",
      "Completed Image ====> 1.cut.png\n",
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      "Image URL: https://nhl.bamcontent.com/images/photos/307884166/1024x576/cut.png\n",
      "Completed Image ====> 9.cut.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/Wwpj-d6/nhl-hockey-action-la-kings-vs-vancouver-canucks-slow-motion_v1h0uh9bx__F0010.png\n",
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      "Image URL: https://images.glaciermedia.ca/polopoly_fs/1.23663258.1552577392!/fileImage/httpImage/image.png_gen/derivatives/landscape_804/leafs.png\n",
      "Completed Image ====> 17.leafs.png\n",
      "Image URL: https://i.ebayimg.com/00/s/Nzk3WDE0NDk=/z/lCUAAOSwBNNcrgzs/$_57.PNG?set_id=8800005007\n",
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      "Image URL: http://i.imgur.com/FxBqePi.png\n",
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      "\n",
      "\n",
      "Unfortunately all 1500 could not be downloaded because some images were not downloadable. 537 is all we got for this search filter!\n",
      "\n",
      "Errors: 96\n",
      "\n",
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action\\\\504.Lightning-BlueJackets-399x287.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\505.nhlpa-logo-full.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\506.nhl-96-02.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\507.%EA%B2%8C-ozzy-man-reviews-ice-hockey-v-soccer-lmao-so-8112564.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\508.DG3uXMy.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\509.7bc6da2e804a085be0ab98291196815c.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\510.drxuin-twitter.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\511.nhl-all-star-hockey-10.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\512.da55eed5-327b-4bd5-bbee-2025fc090af8_Thumbnail.PNG', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\513.tumblr_mmgl3as6ay1s8vomio1_1280.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\514.181-news-the-canadian-press-4m-bruins-forward-brad-marchand-32689673.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\515.malektronic-astronaut-tries-to-distract-braden-holtby-during-game-1-of-the-eastern-conference-final.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\516.8f093d6ca4cd33bc7d5de95ef2f25695.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\517.nhl-faceoff-2000-09.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\518.image_widget_tufokvjrt7m11.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\519.nhl-breakaway-98-12.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\520.85a05dd8b9f5d153c470e3bc94c67bc3.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\521.Winter-Classic-Featured.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\522.not-playing-sweet-victory-at-the-super-bowl-playing-it-45966991.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\523.s-l300.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\524.Screen-Shot-2015-10-30-at-8.25.33-AM.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\525.Yjo02HA.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\526.365-days-later-cryingjorda-at-least-you-tried-washinatc-jentnova-20331310.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\527.ders-maple-leafs-new-nork-custom-made-nhl-hoodies-all-31883056.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\528.TakeAction_One-on_One.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\529.a-player-expresses-his-anger-by-punching-a-referee-in-the-face.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\530.ID306BC_Gretzky_out_front-1.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\531.nhl-preseason.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\532.ID808M-Lundqvist-Out_Front.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\533.ID806D-WCOH-Foil-Bags-2.5-Out.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\534.Seguin.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\535.s-l640.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\536.889698348881_34888_rocks_metallica_89_lady_justice.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\nhl hockey action\\\\537.FxBqePi.png']}, 96)\n"
     ]
    }
   ],
   "source": [
    "#Webscrape Hockey Images\n",
    "\n",
    "response = google_images_download.googleimagesdownload()   #class instantiation\n",
    "\n",
    "arguments = {\"keywords\":\"nhl hockey action\", #creating list of arguments\n",
    "             \"limit\":1500,\n",
    "             \"format\":\"png\", \n",
    "             \"print_urls\":True, \n",
    "             \"chromedriver\":\"C:\\\\Users\\\\v_sha\\\\OneDrive\\\\Desktop\\\\chromedriver_win32 (1)\\\\chromedriver.exe\"}   \n",
    "paths = response.download(arguments)   #passing the arguments to the function\n",
    "print(paths)   #printing absolute paths of the downloaded images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Item no.: 1 --> Item name = playing baseball\n",
      "Evaluating...\n",
      "Getting you a lot of images. This may take a few moments...\n",
      "Reached end of Page.\n",
      "Starting Download...\n",
      "Image URL: https://d3j2bju5c7tc02.cloudfront.net/2017_26/cropped-dreamstime_s_70634931.jpg\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://keepplayingbaseball.org/wp-content/uploads/2018/02/Player-to-Player-Bus-Rides-1-810x810.png\n",
      "Completed Image ====> 1.Player-to-Player-Bus-Rides-1-810x810.png\n",
      "Image URL: http://slammersbaseball.com/wp-content/uploads/2016/12/slam3.png\n",
      "Completed Image ====> 2.slam3.png\n",
      "Image URL: https://iocdf.org/wp-content/uploads/2018/11/Screenshot-2018-11-01-10.31.23-1000x355.png\n",
      "Completed Image ====> 3.Screenshot-2018-11-01-10.31.23-1000x355.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/xwCy2hs/kids-playing-baseball_n17_myi8__F0000.png\n",
      "Completed Image ====> 4.kids-playing-baseball_n17_myi8__F0000.png\n",
      "Image URL: https://easydrawingguides.com/wp-content/uploads/2018/08/How-to-Draw-a-Baseball-Player-Featured-Image.png\n",
      "Completed Image ====> 5.How-to-Draw-a-Baseball-Player-Featured-Image.png\n",
      "Image URL: https://easydrawingguides-7512.kxcdn.com/wp-content/uploads/2018/09/Baseball-Player-10.png\n",
      "Completed Image ====> 6.Baseball-Player-10.png\n",
      "Image URL: http://www.infieldfundamentals.com/wp-content/uploads/2018/03/Screen-Shot-2018-03-08-at-12.45.40-PM.png\n",
      "Completed Image ====> 7.Screen-Shot-2018-03-08-at-12.45.40-PM.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/xwCy2hs/kids-in-uniform-playing-baseball-at-baseball-park_nydos0hu__F0000.png\n",
      "Completed Image ====> 8.kids-in-uniform-playing-baseball-at-baseball-park_nydos0hu__F0000.png\n",
      "Image URL: https://msblnational.com/wp-content/uploads/2019/05/jennifer-davies-5162019-two.png\n",
      "Completed Image ====> 9.jennifer-davies-5162019-two.png\n",
      "Image URL: https://lookaside.fbsbx.com/lookaside/crawler/media/?media_id=2561004580790819\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://nice-assets-2.s3-accelerate.amazonaws.com/smart_templates/1ebeb04c96ed74a1805093f0aa7df1cc/assets/q7s39of9k2k4i7asvn89y7u9w06akbny.jpg\n",
      "URLError on an image...trying next one... Error: <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1076)>\n",
      "Image URL: https://easydrawingguides-7512.kxcdn.com/wp-content/uploads/2018/09/Baseball-Player-09.png\n",
      "Completed Image ====> 10.Baseball-Player-09.png\n",
      "Image URL: http://luisfernandollosa.com/wp-content/uploads/2017/08/Screen-Shot-2017-06-09-at-9.07.16-AM-1024x683.png\n",
      "Completed Image ====> 11.Screen-Shot-2017-06-09-at-9.07.16-AM-1024x683.png\n",
      "Image URL: http://www.brewsterwhitecaps.com/uploads/5/2/5/3/5253801/img-0062_2_orig.png\n",
      "Completed Image ====> 12.img-0062_2_orig.png\n",
      "Image URL: https://www.yourobserver.com/sites/default/files/styles/sliders_and_planned_story_image_870x580/public/231307_standard.jpeg?itok=87SHQTnk\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://images.squarespace-cdn.com/content/v1/530523b9e4b00af361a0c61c/1558500448716-EDWQ4YSHRUZ73O0ML9GP/ke17ZwdGBToddI8pDm48kJRd8Md98y076VaEbjGme6hZw-zPPgdn4jUwVcJE1ZvWQUxwkmyExglNqGp0IvTJZamWLI2zvYWH8K3-s_4yszcp2ryTI0HqTOaaUohrI8PI9YI8xuY7eUtjD78E15p6sHj-RJkTxm30gErygal_Y4E/Kids+Pics+41.png\n",
      "Completed Image ====> 13.Kids+Pics+41.png\n",
      "Image URL: http://banner-news.com/clients/banner-news/6-14-2018-12-46-09-PM-6626031.png\n",
      "Completed Image ====> 14.6-14-2018-12-46-09-PM-6626031.png\n",
      "Image URL: https://4.bp.blogspot.com/-9EUVQz68Ae8/VbeZmb5_eJI/AAAAAAAAMRk/DSmGuldtXyI/s1600/Lugazi%2BUganda%2BLittle%2BLeague%2Bin%2Baction%2Bplaying%2Bbaseball.png\n",
      "Completed Image ====> 15.Lugazi%2BUganda%2BLittle%2BLeague%2Bin%2Baction%2Bplaying%2Bbaseball.png\n",
      "Image URL: https://www.sportrx.com/sportrx-blog/wp-content/uploads/2018/08/Screen-Shot-2018-08-28-at-2.37.18-PM.png\n",
      "Completed Image ====> 16.Screen-Shot-2018-08-28-at-2.37.18-PM.png\n",
      "Image URL: http://www.jewishjourneyproject.org/wp-content/uploads/2017/12/baseball-sports.png\n",
      "Completed Image ====> 17.baseball-sports.png\n",
      "Image URL: http://isbaseball.com/wpv2/wp-content/uploads/2018/04/Dylan-Brammer-20-2-1.png\n",
      "Completed Image ====> 18.Dylan-Brammer-20-2-1.png\n",
      "Image URL: https://cdn4.iconfinder.com/data/icons/fatherhood-child-rearing/50/42-512.png\n",
      "Completed Image ====> 19.42-512.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/SVh-4sZqeizo49zdr/videoblocks-cuban-children-playing-a-baseball-game-in-natilla-jimenez-small-stadium-cuban-government-selects-those-children-with-conditions-and-start-the-sport-training-since-early-ages_bktgmgax_thumbnail-full01.png\n",
      "Completed Image ====> 20.videoblocks-cuban-children-playing-a-baseball-game-in-natilla-jimenez-small-stadium-cuban-government-selects-those-children-with-conditions-and-start-the-sport-training-since-early-ages_bktgmgax_thumbnail-full01.png\n",
      "Image URL: https://www.yourobserver.com/sites/default/files/styles/sliders_and_planned_story_image_870x580/public/231297_standard.jpeg?itok=RfAqaP27\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://fbcd.co/images/products/6cb25ff4cfd29fe9064a8c795d0a9a7d_resize.png\n",
      "Completed Image ====> 21.6cb25ff4cfd29fe9064a8c795d0a9a7d_resize.png\n",
      "Image URL: http://clipart-library.com/images/pT5ozyjec.png\n",
      "Completed Image ====> 22.pT5ozyjec.png\n",
      "Image URL: https://media.hometeamsonline.com/photos/baseball/RAIDERBALL/LaGuire.PNG\n",
      "Completed Image ====> 23.LaGuire.PNG\n",
      "Image URL: https://pics.me.me/just-trying-to-make-hits-playing-baseball-with-it-47280682.png\n",
      "Completed Image ====> 24.just-trying-to-make-hits-playing-baseball-with-it-47280682.png\n",
      "Image URL: http://clipart.coolclips.com/480/vectors/tf05251/CoolClips_vc038235.png\n",
      "Completed Image ====> 25.CoolClips_vc038235.png\n",
      "Image URL: https://www.creativefabrica.com/wp-content/uploads/2019/05/Kids-Playing-Baseball-by-Keepinitkawaiidesign-1-580x387.png\n",
      "Completed Image ====> 26.Kids-Playing-Baseball-by-Keepinitkawaiidesign-1-580x387.png\n",
      "Image URL: https://images.cdn1.stockunlimited.net/illustration/man-playing-baseball_1560403.png\n",
      "Completed Image ====> 27.man-playing-baseball_1560403.png\n",
      "Image URL: https://cdn.shopify.com/s/files/1/0018/3287/8149/products/Playing-Baseball-with-Dad-pop-up-card-model_700x700.png\n",
      "Completed Image ====> 28.Playing-Baseball-with-Dad-pop-up-card-model_700x700.png\n",
      "Image URL: https://i2.wp.com/www.cbs17.com/wp-content/uploads/sites/29/2019/08/Capture-2.png?resize=1440%2C2560&ssl=1\n",
      "Completed Image ====> 29.Capture-2.png\n",
      "Image URL: http://baseballstrength.org/wp-content/uploads/2018/06/pracitce.png\n",
      "Completed Image ====> 30.pracitce.png\n",
      "Image URL: https://t1.pixers.pics/img-d5043af1/posters-cartoon-boy-playing-baseball.png?H4sIAAAAAAAAA5VQy26DMBD8HZAgu_ixBj4g13yC5YCd0BiwbLdN-_U1qnprD9Uednb2MZqF1y0ZZ2GyW7YR1mWevQW3-FKlMdq0fNqKK95gPRbWV4gF7W82TnEPVdsJ3rRcNLJTDTGqx3dTNlcTH9U955BGgMRPYXmWcyVNCaY1AcNOAfYgh37oUYnOkJA6tCmbbTZxbjk-hTyF7dbgEfVoQvAfOtoinKw2PtzNfwTsVQ5MB28eJre_6dQ_XgViIw6Pbi82cnX04A-lbwxlHM4XIAWCAAlkf1D6fCElCEn2euocs8TMrIhzQucQ2bVQ5fOdJKVOL-H2BZeX6D2KAQAA\n",
      "Completed Image ====> 31.posters-cartoon-boy-playing-baseball.png\n",
      "Image URL: https://cdn.dribbble.com/users/908998/screenshots/6721187/character-3_2x.png\n",
      "Completed Image ====> 32.character-3_2x.png\n",
      "Image URL: https://res.cloudinary.com/teepublic/image/private/s--uTiQxu6r--/t_Preview/b_rgb:ffffff,c_limit,f_auto,h_313,q_90,w_313/v1553380326/production/designs/4480857_0\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://sportdev.org/images/USAB/Blog/Headshots/Cuddyer%20Circle.png\n",
      "Completed Image ====> 33.Cuddyer%20Circle.png\n",
      "Image URL: https://msblnational.com/wp-content/uploads/2019/05/jennifer-davies-5162019-one.png\n",
      "Completed Image ====> 34.jennifer-davies-5162019-one.png\n",
      "Image URL: https://png2.kisspng.com/20180221/yhq/kisspng-baseball-ball-game-illustration-boy-playing-baseball-5a8d58aa921dc0.6418850515192127145985.png\n",
      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
      "Image URL: http://lanthorn.com/wp-content/uploads/2019/06/RyanPeets-475x269.png\n",
      "Completed Image ====> 35.RyanPeets-475x269.png\n",
      "Image URL: http://cdn.pastemagazine.com/www/articles/RBI%20Baseball%202.png\n",
      "Completed Image ====> 36.RBI%20Baseball%202.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/NW0fQmiOgijpqxr6o/videoblocks-1960s-pitcher-on-mound-throws-ball-batter-playing-baseball-vintage-film-movie_hyhzdzrrz_thumbnail-full01.png\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Completed Image ====> 37.videoblocks-1960s-pitcher-on-mound-throws-ball-batter-playing-baseball-vintage-film-movie_hyhzdzrrz_thumbnail-full01.png\n",
      "Image URL: https://upload.wikimedia.org/wikipedia/en/7/7a/Major_league_baseball_players_association_graphic.png\n",
      "Completed Image ====> 38.Major_league_baseball_players_association_graphic.png\n",
      "Image URL: https://baseballjobsoverseas.com/wp-content/uploads/Cali-Kids2-1080x628.png\n",
      "Completed Image ====> 39.Cali-Kids2-1080x628.png\n",
      "Image URL: https://www.lzbearfacts.com/wp-content/uploads/2017/10/tysnep.png\n",
      "Completed Image ====> 40.tysnep.png\n",
      "Image URL: https://media.licdn.com/dms/image/C560BAQGfr8fl6GC_bg/company-logo_200_200/0?e=2159024400&v=beta&t=-cLtbYrxd3_v9lfGFizoVVOtKH9EdT3baBNdWtLPsYQ\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://upload.wikimedia.org/wikipedia/commons/thumb/a/ac/Orlando_Cepeda_1962.png/220px-Orlando_Cepeda_1962.png\n",
      "Completed Image ====> 41.220px-Orlando_Cepeda_1962.png\n",
      "Image URL: https://www.yourobserver.com/sites/default/files/styles/sliders_and_planned_story_image_870x580/public/photo-1-17592-20120219105812.jpg?itok=etUOALgo\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://lookaside.fbsbx.com/lookaside/crawler/media/?media_id=10157137449634841\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://ddb9l06w3jzip.cloudfront.net/uploadedFiles/giving_sacramento/organizations_multimedia/photo/7144?thumbnail=1&maxWidth=963&maxHeight=500\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://lehighsports.com/common/controls/image_handler.aspx?thumb_id=14&image_path=/images/2019/3/29/Ethan_Frohman_Laf_1.png\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: http://www.brewsterwhitecaps.com/uploads/5/2/5/3/5253801/img-0200_3_orig.png\n",
      "Completed Image ====> 42.img-0200_3_orig.png\n",
      "Image URL: https://66.media.tumblr.com/128419b926c4e3fc13cad26e6766de41/tumblr_p6vo4hsKod1s618yjo1_500.png\n",
      "Completed Image ====> 43.tumblr_p6vo4hsKod1s618yjo1_500.png\n",
      "Image URL: https://keepplayingbaseball.org/wp-content/uploads/2019/03/Andrew-Bennett-Testimonial-1.png\n",
      "Completed Image ====> 44.Andrew-Bennett-Testimonial-1.png\n",
      "Image URL: https://images.cdn3.stockunlimited.net/illustration/man-playing-baseball_1390249.png\n",
      "Completed Image ====> 45.man-playing-baseball_1390249.png\n",
      "Image URL: https://nice-assets-2.s3-accelerate.amazonaws.com/smart_templates/a5676356419ea98a554379bdb5d950c3/assets/jk796ppy8fvh4onpgge1tniq4yg2hbyv.jpg\n",
      "URLError on an image...trying next one... Error: <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1076)>\n",
      "Image URL: https://i1.wp.com/treadathletics.com/wp-content/uploads/2017/04/Dominican-Children-Playing-Baseball.png?resize=796%2C533&ssl=1\n",
      "Completed Image ====> 46.Dominican-Children-Playing-Baseball.png\n",
      "Image URL: https://thebaseballinsider.com/wp-content/uploads/2019/06/How-to-play-baseball-e1560600462221.png\n",
      "Completed Image ====> 47.How-to-play-baseball-e1560600462221.png\n",
      "Image URL: https://i1.wp.com/www.baseballclassics.com/wp-content/uploads/2013/01/iPadScorefieldlarge.png?resize=802%2C640&ssl=1\n",
      "Completed Image ====> 48.iPadScorefieldlarge.png\n",
      "Image URL: https://i.pinimg.com/originals/00/6a/61/006a61e120210bf75c92bfe515a15b6e.png\n",
      "Completed Image ====> 49.006a61e120210bf75c92bfe515a15b6e.png\n",
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      "URLError on an image...trying next one... Error: HTTP Error 404: Not Found\n",
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      "URLError on an image...trying next one... Error: <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1076)>\n",
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      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
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      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
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      "Image URL: https://wvminersbaseball.com/wp-content/uploads/2018/04/FireShot-Capture-95-West-Virginia-Miners-I-Playing-at-Linda-K.-Ep_-https___wvminersbaseball.com_.png\n",
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      "Image URL: http://www.lokrzywin.com/wp-content/uploads/2017/05/Girls-Playing-Baseball-1-300x195.png\n",
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      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
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      "URLError on an image...trying next one... Error: <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1076)>\n",
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      "Image URL: https://keepplayingbaseball.org/wp-content/uploads/2019/04/EP-35-John-Soteropulos-810x810.png\n",
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      "Image URL: https://s3.amazonaws.com/peoplepng/wp-content/uploads/2018/12/18093224/animal-player-baseball-PNG-images-6.png\n",
      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
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      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
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      "Image URL: https://nice-assets-2.s3-accelerate.amazonaws.com/smart_templates/a143000c73999bafc8df458615871856/assets/5pw96ruweu1wo8mm4wvpfgviw7ww1wbj.jpg\n",
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      "Image URL: https://i.pinimg.com/originals/5b/a8/65/5ba865dda3bbc8f55744514798f4d3d1.png\n",
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      "Image URL: http://sbt.blob.core.windows.net/storyboards/ethanhullum/bat-boy.png\n",
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      "Image URL: https://images-wixmp-ed30a86b8c4ca887773594c2.wixmp.com/f/66b5ad50-eaae-4218-bfc4-f1cd4021797e/d6bbw0p-496a388a-642d-4b0c-8ac5-06f979bfe799.png/v1/fill/w_912,h_876,strp/starlight_sparkle_playing_baseball_by_iamadinosaurrarrr_d6bbw0p-pre.png?token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJ1cm46YXBwOjdlMGQxODg5ODIyNjQzNzNhNWYwZDQxNWVhMGQyNmUwIiwiaXNzIjoidXJuOmFwcDo3ZTBkMTg4OTgyMjY0MzczYTVmMGQ0MTVlYTBkMjZlMCIsIm9iaiI6W1t7ImhlaWdodCI6Ijw9OTgzIiwicGF0aCI6IlwvZlwvNjZiNWFkNTAtZWFhZS00MjE4LWJmYzQtZjFjZDQwMjE3OTdlXC9kNmJidzBwLTQ5NmEzODhhLTY0MmQtNGIwYy04YWM1LTA2Zjk3OWJmZTc5OS5wbmciLCJ3aWR0aCI6Ijw9MTAyNCJ9XV0sImF1ZCI6WyJ1cm46c2VydmljZTppbWFnZS5vcGVyYXRpb25zIl19.DrZ3Fa4BLKrog_aom3aMh_eIgrmWFmOPhra1T3J4ciQ\n",
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      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
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      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/NW0fQmiOgijpqxr6o/videoblocks-1960s-batter-swings-man-player-playing-baseball-game-team-vintage-old-film-movie_huyyzes0m_thumbnail-full01.png\n",
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      "Image URL: https://cdn3.iconfinder.com/data/icons/baseball-player-1/217/baseball-player-playing-008-512.png\n",
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      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
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      "Image URL: https://upload.wikimedia.org/wikipedia/commons/thumb/5/5b/Palmeiro_swing2.png/220px-Palmeiro_swing2.png\n",
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      "URLError on an image...trying next one... Error: HTTP Error 403: Forbidden\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/S8c4JvBAiu02bk7k/united-states-1950s-boys-are-playing-baseball-one-of-them-throws-a-ball-and-strikes-out-the-hitter-catcher-runs-off-camera_byqijtnsl_thumbnail-full01.png\n",
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      "Image URL: https://www.yourobserver.com/sites/default/files/styles/sliders_and_planned_story_image_870x580/public/231305_standard.jpeg?itok=3Bmaaxpu\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://pics.me.me/6-years-ago-today-michael-jordan-came-back-to-the-45233366.png\n",
      "Completed Image ====> 599.6-years-ago-today-michael-jordan-came-back-to-the-45233366.png\n",
      "Image URL: https://lookaside.fbsbx.com/lookaside/crawler/media/?media_id=10157244401589421\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://cdn3.iconfinder.com/data/icons/baseball-player-1/240/baseball-player-playing-004-512.png\n",
      "Completed Image ====> 600.baseball-player-playing-004-512.png\n",
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      "Image URL: https://upload.wikimedia.org/wikipedia/en/thumb/1/11/National_Baseball_Hall_of_Fame_and_Museum_logo.svg/1200px-National_Baseball_Hall_of_Fame_and_Museum_logo.svg.png\n",
      "Completed Image ====> 602.1200px-National_Baseball_Hall_of_Fame_and_Museum_logo.svg.png\n",
      "Image URL: http://sbt.blob.core.windows.net/storyboards/697d2788/unknown-story.png\n",
      "Completed Image ====> 603.unknown-story.png\n",
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      "Completed Image ====> 604.mickey-mouse-baseball.png\n",
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      "IOError on an image...trying next one... Error: The read operation timed out\n",
      "Image URL: http://sbt.blob.core.windows.net/storyboards/lc6668/stoy-for-baseball.png\n",
      "Completed Image ====> 605.stoy-for-baseball.png\n",
      "Image URL: https://pics.me.me/o-amazing-stunt-of-girl-while-playing-baseball-2950068.png\n",
      "Completed Image ====> 606.o-amazing-stunt-of-girl-while-playing-baseball-2950068.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/7wfbAwq/diverse-happy-family-playing-baseball-on-vacation_ekt-2zvjg__F0000.png\n",
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      "Image URL: https://cdn.drawception.com/images/panels/2012/6-3/m5Fm5YwFrb-2.png\n",
      "Completed Image ====> 609.m5Fm5YwFrb-2.png\n",
      "Image URL: https://upload.wikimedia.org/wikipedia/commons/thumb/0/06/Willie_Mays_1954.png/230px-Willie_Mays_1954.png\n",
      "Completed Image ====> 610.230px-Willie_Mays_1954.png\n",
      "Image URL: http://sbt.blob.core.windows.net/storyboards/sh21/mexican-white-boy--1.png\n",
      "Completed Image ====> 611.mexican-white-boy--1.png\n",
      "Image URL: https://pics.me.me/playing-baseball-percy-annabeth-stop-being-cute-percy-and-tyson-11698835.png\n",
      "Completed Image ====> 612.playing-baseball-percy-annabeth-stop-being-cute-percy-and-tyson-11698835.png\n",
      "Image URL: https://www.disneyclips.com/images/images/mickey-goofy-donald-baseball.png\n",
      "Completed Image ====> 613.mickey-goofy-donald-baseball.png\n",
      "Image URL: https://myrealdomain.com/images/animated-baseball-player.png\n",
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      "Image URL: https://pics.me.me/the-real-reason-tim-tebow-is-playing-baseball-nfl-memez-3259660.png\n",
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      "Completed Image ====> 616.build-a-snowman-clipart-2.png\n",
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      "Image URL: https://carwad.net/sites/default/files/pictures-of-people-playing-baseball-149848-979279.png\n"
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      "Completed Image ====> 620.baseball-player-161696.png\n",
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      "Completed Image ====> 622.clip-art-baseball-player-baseball-player-royalty-free-vector-161699.png\n",
      "Image URL: https://img.lovepik.com/element/40136/6293.png_300.png\n",
      "Completed Image ====> 623.6293.png\n",
      "Image URL: https://carwad.net/sites/default/files/styles/225x120/public/pictures-of-people-playing-baseball-149848-7073515.png?itok=VzaMJbk5\n",
      "Completed Image ====> 624.pictures-of-people-playing-baseball-149848-7073515.png\n",
      "Image URL: https://cdn.clipart.email/c49b2b4b2dbea9514b05909c45ddcac1_free-clipart-of-a-baseball-player-batting_4000-5399.png\n",
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      "Image URL: https://flyclipart.com/thumb2/free-baseball-clip-art-161706.png\n",
      "Completed Image ====> 626.free-baseball-clip-art-161706.png\n",
      "Image URL: https://img.lovepik.com/element/40131/1486.png_860.png\n",
      "Completed Image ====> 627.1486.png\n",
      "Image URL: https://flyclipart.com/thumb2/clip-art-baseball-player-baseball-player-royalty-free-vector-574927.png\n",
      "Completed Image ====> 628.clip-art-baseball-player-baseball-player-royalty-free-vector-574927.png\n",
      "Image URL: https://img.lovepik.com/element/40147/1214.png_300.png\n",
      "Completed Image ====> 629.1214.png\n",
      "Image URL: https://sulimanalomran.com/images/baseball-bat-hitting-ball-clipart-8.png\n",
      "Completed Image ====> 630.baseball-bat-hitting-ball-clipart-8.png\n",
      "Image URL: https://img.lovepik.com/element/40017/6880.png_860.png\n",
      "Completed Image ====> 631.6880.png\n",
      "Image URL: https://flyclipart.com/thumb2/clipart-574928.png\n",
      "Completed Image ====> 632.clipart-574928.png\n",
      "Image URL: https://sulimanalomran.com/images/chicken-playing-baseball-clipart-13.png\n",
      "Completed Image ====> 633.chicken-playing-baseball-clipart-13.png\n",
      "\n",
      "\n",
      "Unfortunately all 2000 could not be downloaded because some images were not downloadable. 633 is all we got for this search filter!\n",
      "\n",
      "Errors: 127\n",
      "\n",
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'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\585.videoblocks-1960s-batter-swings-man-player-playing-baseball-game-team-vintage-old-film-movie_huyyzes0m_thumbnail-full01.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\586.1200px-Major_League_Baseball_logo.svg.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\587.sleeping-baseball-player.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\588.d35frtd-1d41ce31-efa9-4176-9c0c-e80585eb277a.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\589.alex-rodriguez.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\590.flash_90.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\591.baseball-player-playing-008-512.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\592.goku-playing-baseball-lol-anyone-knows-why-vegeta-isnt-on-8411741.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\593.videoblocks-1960s-catcher-kids-children-boys-playing-baseball-game-team-vintage-old-film-home-movie_scvusemqb_thumbnail-full03.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\594.a35ff97fd90cfe642d5a032a09d4a6bb.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\595.zYHAtH853b-8.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\596.220px-Palmeiro_swing2.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\597.a-baseball-hero-by-zyere.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\598.united-states-1950s-boys-are-playing-baseball-one-of-them-throws-a-ball-and-strikes-out-the-hitter-catcher-runs-off-camera_byqijtnsl_thumbnail-full01.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\599.6-years-ago-today-michael-jordan-came-back-to-the-45233366.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\600.baseball-player-playing-004-512.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\601.a89559bedabbe80c5bb2b9ff768a1a8f.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\602.1200px-National_Baseball_Hall_of_Fame_and_Museum_logo.svg.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\603.unknown-story.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\604.mickey-mouse-baseball.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\605.stoy-for-baseball.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\606.o-amazing-stunt-of-girl-while-playing-baseball-2950068.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\607.diverse-happy-family-playing-baseball-on-vacation_ekt-2zvjg__F0000.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\608.untitled_drawing_by_mjeddy-d8rjjmd.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\609.m5Fm5YwFrb-2.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\610.230px-Willie_Mays_1954.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\611.mexican-white-boy--1.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\612.playing-baseball-percy-annabeth-stop-being-cute-percy-and-tyson-11698835.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\613.mickey-goofy-donald-baseball.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\614.animated-baseball-player.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\615.the-real-reason-tim-tebow-is-playing-baseball-nfl-memez-3259660.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\616.build-a-snowman-clipart-2.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\617.murphy2a-512.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\618.basketball-player-clip-art-2.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\619.pictures-of-people-playing-baseball-149848-979279.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\620.baseball-player-161696.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\621.9904.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\622.clip-art-baseball-player-baseball-player-royalty-free-vector-161699.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\623.6293.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\624.pictures-of-people-playing-baseball-149848-7073515.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\625.c49b2b4b2dbea9514b05909c45ddcac1_free-clipart-of-a-baseball-player-batting_4000-5399.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\626.free-baseball-clip-art-161706.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\627.1486.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\628.clip-art-baseball-player-baseball-player-royalty-free-vector-574927.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\629.1214.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\630.baseball-bat-hitting-ball-clipart-8.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\631.6880.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\632.clipart-574928.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing baseball\\\\633.chicken-playing-baseball-clipart-13.png']}, 127)\n"
     ]
    }
   ],
   "source": [
    "#Webscrape Baseball Images\n",
    "\n",
    "response = google_images_download.googleimagesdownload()   #class instantiation\n",
    "\n",
    "arguments = {\"keywords\":\"playing baseball\", #creating list of arguments\n",
    "             \"limit\":2000,\n",
    "             \"format\":\"png\", \n",
    "             \"print_urls\":True, \n",
    "             \"chromedriver\":\"C:\\\\Users\\\\v_sha\\\\OneDrive\\\\Desktop\\\\chromedriver_win32 (1)\\\\chromedriver.exe\"}   \n",
    "paths = response.download(arguments)   #passing the arguments to the function\n",
    "print(paths)   #printing absolute paths of the downloaded images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Item no.: 1 --> Item name = playing american football\n",
      "Evaluating...\n",
      "Getting you a lot of images. This may take a few moments...\n",
      "Reached end of Page.\n",
      "Starting Download...\n",
      "Image URL: https://operations.nfl.com/media/2690/henry_osemele.png?mode=max&width=995\n",
      "Completed Image ====> 1.henry_osemele.png\n",
      "Image URL: https://www.sciencenewsforstudents.org/sites/default/files/scald-image/860_main_football_brain_injury.png\n",
      "Completed Image ====> 2.860_main_football_brain_injury.png\n",
      "Image URL: https://www.americanfootball.ie/wp-content/uploads/2018/03/13-03-2018-11-34-17.png\n",
      "Completed Image ====> 3.13-03-2018-11-34-17.png\n",
      "Image URL: https://www.guinnessworldrecords.com/Images/Most%20penalties%20by%20a%20team%20in%20an%20NFL%20game%20GETTY%20IMAGES_tcm25-497238.png\n",
      "Completed Image ====> 4.Most%20penalties%20by%20a%20team%20in%20an%20NFL%20game%20GETTY%20IMAGES_tcm25-497238.png\n",
      "Image URL: https://s3media.247sports.com/Uploads/Assets/717/496/6_8496717.png\n",
      "Completed Image ====> 5.6_8496717.png\n",
      "Image URL: https://www.thescottishsun.co.uk/wp-content/uploads/sites/2/2018/07/David-Ojabo.png\n",
      "Completed Image ====> 6.David-Ojabo.png\n",
      "Image URL: https://www.americanfootballinternational.com/wp-content/uploads/2019/03/Italy-2019-March-16-firenze-guelfi-vs-parma-panthers-Silas-Nacita-620x400.png\n",
      "Completed Image ====> 7.Italy-2019-March-16-firenze-guelfi-vs-parma-panthers-Silas-Nacita-620x400.png\n",
      "Image URL: https://usacollegefootballbowl.com/wp-content/uploads/2019/07/cs-3.png\n",
      "Completed Image ====> 8.cs-3.png\n",
      "Image URL: https://res.cloudinary.com/the-podyum/image/upload/v1520278924/articles/ck1qbph6f9rgjr6bbcgk.png\n",
      "Completed Image ====> 9.ck1qbph6f9rgjr6bbcgk.png\n",
      "Image URL: https://66.media.tumblr.com/13192c638e34daed31b1f6078d0c5595/tumblr_owrb7m6EXs1szfoc8o1_500.png\n",
      "Completed Image ====> 10.tumblr_owrb7m6EXs1szfoc8o1_500.png\n",
      "Image URL: https://static1.gamespot.com/uploads/original/1551/15511094/3050625-8anwl6h.png\n",
      "Completed Image ====> 11.3050625-8anwl6h.png\n",
      "Image URL: https://www.americanfootballinternational.com/wp-content/uploads/2018/10/Germany-2018-Dresden-Jacob-Templar.png\n",
      "Completed Image ====> 12.Germany-2018-Dresden-Jacob-Templar.png\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/tHF1OBF/4k-happy-energetic-young-male-friends-playing-rugby-or-american-football-in-the-park_npdnp5ese__F0000.png\n",
      "Completed Image ====> 13.4k-happy-energetic-young-male-friends-playing-rugby-or-american-football-in-the-park_npdnp5ese__F0000.png\n",
      "Image URL: https://assets.usafootball.com/images/flag/homepage-hero-content-img.png\n",
      "Completed Image ====> 14.homepage-hero-content-img.png\n",
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'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing american football\\\\694.football-player-american-football-clip-art-776691.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing american football\\\\695.fitness-football-player-soccer-soccer-player-sport-team-icon-333629.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing american football\\\\696.f85cc627ea74bf81a20d2ad9192c405d_player-american-football-clipart_416-563.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing american football\\\\697.7bbe4a096163897111e8c8d60c033d5b_american-football-player-standing-clipart-panda-free-clipart-_500-500.png']}, 119)\n"
     ]
    }
   ],
   "source": [
    "#Webscrape Football Images\n",
    "\n",
    "response = google_images_download.googleimagesdownload()   #class instantiation\n",
    "\n",
    "arguments = {\"keywords\":\"playing american football\", #creating list of arguments\n",
    "             \"limit\":2000,\n",
    "             \"format\":\"png\", \n",
    "             \"print_urls\":True, \n",
    "             \"chromedriver\":\"C:\\\\Users\\\\v_sha\\\\OneDrive\\\\Desktop\\\\chromedriver_win32 (1)\\\\chromedriver.exe\"}   \n",
    "paths = response.download(arguments)   #passing the arguments to the function\n",
    "print(paths)   #printing absolute paths of the downloaded images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Item no.: 1 --> Item name = playing soccer\n",
      "Evaluating...\n",
      "Getting you a lot of images. This may take a few moments...\n",
      "Reached end of Page.\n",
      "Starting Download...\n",
      "Image URL: https://www.leaguenetwork.com/wp-content/uploads/2017/02/boy-kicking-soccer-ball.png\n",
      "Completed Image ====> 1.boy-kicking-soccer-ball.png\n",
      "Image URL: https://mommyuniversitynj.com/wp-content/uploads/2014/07/Benefits-of-Soccer-e1508982728786.png\n",
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      "Image URL: http://progressivesoccertraining.com/wp-content/uploads/2018/08/how-to-play-soccer-better-2.png\n",
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      "Image URL: https://www.soccerparenting.com/wp-content/uploads/2017/03/Screen-Shot-2018-12-05-at-10.03.11-AM.png\n",
      "Completed Image ====> 4.Screen-Shot-2018-12-05-at-10.03.11-AM.png\n",
      "Image URL: https://yp.scmp.com/sites/default/files/styles/main_image_crop/public/images/d4103c82-c7aa-11e8-9907-be608544c5a1imagehires113854.png?itok=Blr-a_pk\n",
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      "Image URL: https://www.paradigmsports.ca/wp-content/uploads/2019/02/Blog-thumbnail-why-kids-play-soccer-1-1.png\n",
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      "Image URL: https://embed.widencdn.net/img/veritas/lqhjjpfbrt/576x324px/playing-scocer.png?u=at8tiu&use=idsla&k=c\n",
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      "Image URL: https://girlssoccernetwork.com/wp-content/uploads/2018/11/Co-ed-Soccer-min.png\n",
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      "Image URL: https://i.kinja-img.com/gawker-media/image/upload/s--67rJu0ox--/lcw0kdip22t0wsm7pmxn.png\n",
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      "Image URL: https://www.orthocarolina.com/imagecache/mobile/compReg/boston21.png\n",
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      "Image URL: https://www.cbc.ca/kidscbc2/content/games/soccer-hero/soccerhero_play.png\n",
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      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/VmDF9v3Yeik8h4vg2/videoblocks-children-playing-soccer-ball-at-outside-garden-kids-play-football-in-the-la_hafvnl9wz_thumbnail-full01.png\n",
      "Completed Image ====> 45.videoblocks-children-playing-soccer-ball-at-outside-garden-kids-play-football-in-the-la_hafvnl9wz_thumbnail-full01.png\n",
      "Image URL: https://girlssoccernetwork.com/wp-content/uploads/2017/05/alex-morgan.png\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Completed Image ====> 46.alex-morgan.png\n",
      "Image URL: https://static1.squarespace.com/static/571a6713b6aa60187d58218d/t/583ce037cd0f686c5de39742/1480384627262/\n",
      "Wrong image format returned. Skipping...\n",
      "Image URL: https://static01.nyt.com/images/2017/06/06/us/07xp-soccer/07xp-soccer-articleLarge.png?quality=90&auto=webp\n",
      "Completed Image ====> 47.07xp-soccer-articleLarge.png\n",
      "Image URL: https://soccercoaching-wpengine.netdna-ssl.com/wp-content/uploads/2016/06/Tactics_Defensive-diamond.png\n",
      "Completed Image ====> 48.Tactics_Defensive-diamond.png\n",
      "Image URL: http://competitorspot.com/wp-content/uploads/2017/04/Possession-To-Wide-Players-1.png\n",
      "Completed Image ====> 49.Possession-To-Wide-Players-1.png\n",
      "Image URL: x-raw-image:///e607fd1e5444bf81a259c853c35d565bb6ef8ba0ddd6183f50073e12e5414543\n",
      "URLError on an image...trying next one... Error: <urlopen error unknown url type: x-raw-image>\n",
      "Image URL: https://fsmedia.imgix.net/8f/ea/bf/b3/3549/442d/a993/714b361795d4/screenshot-2017-08-01-154907png.png\n",
      "Completed Image ====> 50.screenshot-2017-08-01-154907png.png\n",
      "Image URL: http://www.sabrsoccer.net/wp-content/uploads/sites/240/2016/05/Pic-youth-soccer-younger-1-shutterstock_34341520-copy.jpeg.png\n",
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      "Image URL: https://static.wixstatic.com/media/3c2e7f_1894dff49de94ce0a54dd4e51d9a4863~mv2.png/v1/fit/w_498,h_742,al_c,q_80/file.png\n",
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      "Image URL: https://www.soccershots.org/wp-content/uploads/2017/08/Homepage-Slider-UMBRO13-4_1400x763-804x452.png\n",
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      "Image URL: https://media.phillyvoice.com/media/images/Screen_Shot_2018-05-31_at_11.18.05.2e16d0ba.fill-735x490.png\n",
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      "Image URL: https://www.soccerparenting.com/wp-content/uploads/2017/04/Screen-Shot-2018-12-04-at-4.40.44-PM.png\n",
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      "Image URL: https://lasallefalconer.com/wp-content/uploads/2019/05/IMG_6317-625BA-1-e1559170409952-332x475.png\n",
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      "Image URL: https://s18874.pcdn.co/wp-content/uploads/2019/03/20181030MS_vs_LCU_17.png\n",
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      "Image URL: https://i1.wp.com/footballbh.net/wp-content/uploads/2019/02/freddy-adu.png?fit=1068%2C712&ssl=1\n",
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      "Image URL: https://districtsportssoccer.org/wp-content/uploads/2019/04/team-1.png\n",
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      "Wrong image format returned. Skipping...\n",
      "Image URL: https://d2v9y0dukr6mq2.cloudfront.net/video/thumbnail/SYlshF0wiqwmc9tz/people-playing-soccer-top-down-view_skegqd-e2_thumbnail-full01.png\n",
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      "Wrong image format returned. Skipping...\n",
      "Image URL: https://girlssoccernetwork.com/wp-content/uploads/2017/02/Black-History-Pic.png\n",
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      "URLError on an image...trying next one... Error: HTTP Error 404: Not Found\n",
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      "\n",
      "\n",
      "Unfortunately all 2000 could not be downloaded because some images were not downloadable. 721 is all we got for this search filter!\n",
      "\n",
      "Errors: 110\n",
      "\n",
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'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\674.6db00a3f77998fad37393bcebee6d6a7.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\675.8fa5e6fecc2c4bbb862191d0f7eddeeb.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\676.24861383-standard.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\677.asia.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\678.13_medium.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\679.collection-of-girl-soccer-player-silhouette-download-them-812618.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\680.130.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\681.videoblocks-father-and-son-playing-soccer-in-the-park-at-the-sunset-time-people-having-fun-outdoors-concept-of-friendly-family_by0mlkw_m_thumbnail-full01.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\682.CU-8-735x442.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\683.Screen-Shot-2018-02-23-at-10.19.06.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\684.Ranieri-Training-2.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\685.girl-playing-soccer-silhouette-13.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\686.free-soccer-clip-art-look-at-soccer-clip-art-clip-art-images-161976.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\687.8_medium.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing 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soccer\\\\696.Arrivalsactivity.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\697.1_medium.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\698.250px-Rlameiras.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\699.27b43f8b282934fba1c7e933d648b610.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\700.youth-soccer-player-png-333652.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\701.5-ways-to-get-open-for-your-soccer-teammates.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\702.ManCityLadiesRondo.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\703.slow-motion-shot-of-hispanic-family-playing-soccer-together_vy41kofc__F0000.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\704.soccer-player-dehradun-football-academy-333656.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\705.5_medium.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\706.Summer-camp.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\707.Foreground%20Image_550x400_Home%202.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\708.Secret-tips-for-patellar-tendinitis-683x1024.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\709.SoccerSkills.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\710.blue-soccer-ball-clipart-clip-art-images-161965.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\711.6_medium.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\712.people-playing-soccer-top-down-view_skegqd-e2_thumbnail-full01.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\713.Turkmenistan_FA.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\714.gregorys-girl.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\715.Long-ball-teams_Featured.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\716.nens-esport-812626.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\717.1_medium.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\718.Black-History-Pic.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\719.1.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\720.2_medium.png', 'C:\\\\Users\\\\v_sha\\\\Documents\\\\Capstone\\\\downloads\\\\playing soccer\\\\721.female-soccer-concussions-min.png']}, 110)\n"
     ]
    }
   ],
   "source": [
    "#Webscrape Soccer Images\n",
    "\n",
    "response = google_images_download.googleimagesdownload()   #class instantiation\n",
    "\n",
    "arguments = {\"keywords\":\"playing soccer\", #creating list of arguments\n",
    "             \"limit\":2000,\n",
    "             \"format\":\"png\", \n",
    "             \"print_urls\":True, \n",
    "             \"chromedriver\":\"C:\\\\Users\\\\v_sha\\\\OneDrive\\\\Desktop\\\\chromedriver_win32 (1)\\\\chromedriver.exe\"}   \n",
    "paths = response.download(arguments)   #passing the arguments to the function\n",
    "print(paths)   #printing absolute paths of the downloaded images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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